Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-09 0.179141 0.197742 0.218147 0.242317 0.270327 0.301964 0.340681
2025-03-16 0.148329 0.173524 0.203528 0.242424 0.292321 0.355337 0.442888
2025-03-23 0.129861 0.158283 0.194194 0.244018 0.313259 0.409203 0.558328
2025-03-30 0.112473 0.140964 0.178460 0.233057 0.313535 0.433274 0.637067
2025-04-06 0.099980 0.128094 0.166322 0.224224 0.313904 0.455838 0.718152
2025-04-13 0.090551 0.118162 0.156749 0.217204 0.314995 0.478652 0.805493
2025-04-20 0.086026 0.114487 0.155459 0.222088 0.335270 0.537373 0.980788
2025-04-27 0.083060 0.112659 0.156519 0.230535 0.362690 0.615333 1.230372
2025-05-04 0.080230 0.110698 0.157047 0.237990 0.389501 0.699165 1.538491
2025-05-11 0.077374 0.108398 0.156721 0.243797 0.414144 0.785514 1.908524
2025-05-18 0.073431 0.104071 0.152665 0.242378 0.424114 0.841642 2.228073
2025-05-25 0.068270 0.097457 0.144273 0.232039 0.413854 0.846166 2.376188
2025-06-01 0.064842 0.093495 0.140183 0.229623 0.420915 0.899103 2.763157
2025-06-08 0.061996 0.090304 0.137178 0.228998 0.432064 0.967742 3.297059
2025-06-15 0.059713 0.087877 0.135282 0.230297 0.447916 1.056165 4.051631
2025-06-22 0.055907 0.082679 0.128093 0.220128 0.434546 1.051345 4.292544
2025-06-29 0.052698 0.078323 0.122139 0.211948 0.424917 1.056382 4.617408
2025-07-06 0.049976 0.074656 0.117205 0.205446 0.418590 1.071149 5.047562
2025-07-13 0.048966 0.073864 0.117468 0.209968 0.441623 1.197932 6.632658
2025-07-20 0.048431 0.073852 0.119162 0.217784 0.475288 1.383079 9.480154
2025-07-27 0.047786 0.073603 0.120376 0.224674 0.508133 1.586907 13.827617
2025-08-03 0.046985 0.073023 0.120898 0.230037 0.537923 1.799500 20.405529
2025-08-10 0.045498 0.071125 0.118697 0.228727 0.546918 1.918446 26.642116